Learning quality characteristics for plastic injection molding processes using a combination of simulated and measured data

• Published in: Journal of manufacturing processes Vol. 60; pp. 134 - 143
• Main Authors: Finkeldey, Felix, Volke, Julia, Zarges, Jan-Christoph, Heim, Hans-Peter, Wiederkehr, Petra
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2020
• Subjects: Artificial intelligence; Injection molding; Machine learning; Predictive models; Simulation; Injection molding; Predictive models; Simulation; Artificial intelligence; Machine learning

During the initial sampling of injection molds, the determination of suitable process parameter values to achieve a desired quality of the resulting parts, can be a time-consuming and demanding task. This is due to the complex viscoelastic properties of injection molding processes. Conducting techno...